Benchmarks

Citation-accuracy and reliability benchmarks for AI legal research and drafting tools, framed as risk assessment rather than product endorsement. Each entry discloses the benchmark source type (peer-reviewed academic study, vendor-published report, or independent test), the tool name and version tested, the test date, and a methodology summary, and visually separates independent findings from vendor-coordinated ones. Entries cross-link to any Risk Digest case naming the same tool. Does not contain case outcomes (Risk Digest) or how-to guidance (Workflows), though it links to both.

ToolVendorSourceHallucination rateVersion testedTest date
What Sandra Bullock's AI Comments Mean for Celebrity Legal Risks
SAVE plan exit: Legal options borrowers need to know
What the Smithsonian Hearing Means for Presidential Power
How AI is changing Social Security disability benefits and rights
Spain’s Amnesty Law Survives Court, But Remains Politically Fragile
Who bears liability for the Stodden-Alexander comedy sketch?
Summit Medical Group pays $10.5M for lung cancer misdiagnosis
Taylor Farms Cyclospora Outbreak Spurs Early Lawsuits
What Tostrud's Sanctuary City Ruling Means for Law Firms
How to Get Compensated for the United Airlines Outage
How the USFWS Blanket Rule Revocation Affects Endangered Species
vLex Vincent AI Review: What Independent Benchmarks Reveal About Its Accuracy and Limitations
How VSP staffing cuts are reshaping norovirus outbreak litigation
Why Yellowstone Hot Spring Injury Claims Almost Always Fail
AI Transcription and Privilege Waiver: A Risk Framework for Law Firms
Five Due Diligence Questions the Ben Affleck AI Deal Raises
What laws enable Burnham's devolution and public ownership agenda?
CDC cruise ship outbreak lawsuit settlement trends in 2026
Protecting Client Privacy in Celebrity Divorces
How U.S. Law Enabled the Chinese Journalist Visa Revocation
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